| Ordered Number | State | Number of Drivers |
| 1 | Alabama | 18.8 |
| 2 | Alaska | 18.1 |
| 3 | Arizona | 18.6 |
| 4 | Arkansas | 22.4 |
| 5 | California | 12.0 |
| 6 | Colorado | 13.6 |
| 7 | Connecticut | 10.8 |
| 8 | Delaware | 16.2 |
| 9 | Florida | 17.9 |
| 10 | Georgia | 15.6 |
| 11 | Hawaii | 17.5 |
| 12 | Idaho | 15.3 |
| 13 | Illinois | 12.8 |
| 14 | Indiana | 14.5 |
| 15 | Iowa | 15.7 |
| 16 | Kansas | 17.8 |
| 17 | Kentucky | 21.4 |
| 18 | Louisiana | 20.5 |
| 19 | Maine | 15.1 |
| 20 | Maryland | 12.5 |
| 21 | Massachusetts | 8.2 |
| 22 | Michigan | 14.1 |
| 23 | Minnesota | 9.6 |
| 24 | Mississippi | 17.6 |
| 25 | Missouri | 16.1 |
| Ordered Number | State | Number of Drivers |
| 1 | Alabama | 18.8 |
| 2 | Alaska | 18.1 |
| 3 | Arizona | 18.6 |
| 4 | Arkansas | 22.4 |
| 5 | California | 12.0 |
| 6 | Colorado | 13.6 |
| 7 | Connecticut | 10.8 |
| 8 | Delaware | 16.2 |
| 9 | Florida | 17.9 |
| 10 | Georgia | 15.6 |
| 11 | Hawaii | 17.5 |
| 12 | Idaho | 15.3 |
| 13 | Illinois | 12.8 |
| 14 | Indiana | 14.5 |
| 15 | Iowa | 15.7 |
| 16 | Kansas | 17.8 |
| 17 | Kentucky | 21.4 |
| 18 | Louisiana | 20.5 |
| 19 | Maine | 15.1 |
| 20 | Maryland | 12.5 |
| 21 | Massachusetts | 8.2 |
| 22 | Michigan | 14.1 |
| 23 | Minnesota | 9.6 |
| 24 | Mississippi | 17.6 |
| 25 | Missouri | 16.1 |
| Randomly
Generated Number |
State | Number of Drivers
Involved in Fatal Collisions per Billion Miles |
| Observation | Word | Length |
| 1 | ||
| 2 | ||
| 3 | ||
| 4 | ||
| 5 | ||
| 6 | ||
| 7 | ||
| 8 | ||
| 9 | ||
| 10 |
| Observation | Random Number | Word | Length |
| 1 | |||
| 2 | |||
| 3 | |||
| 4 | |||
| 5 | |||
| 6 | |||
| 7 | |||
| 8 | |||
| 9 | |||
| 10 |

| 1 | for | 73 | in | 145 | on | 217 | now | 289 | of | 361 | their |
| 2 | me | 74 | this | 146 | par | 218 | does | 290 | us | 362 | language |
| 3 | a | 75 | room | 147 | with | 219 | any | 291 | educated | 363 | of |
| 4 | very | 76 | are | 148 | Abbot | 220 | one | 292 | here | 364 | communication |
| 5 | special | 77 | thinking | 149 | and | 221 | of | 293 | barely | 365 | you |
| 6 | part | 78 | that | 150 | Costello | 222 | these | 294 | speaks | 366 | can |
| 7 | of | 79 | Puerto | 151 | of | 223 | things | 295 | it | 367 | tell |
| 8 | my | 80 | Ricans | 152 | my | 224 | make | 296 | most | 368 | that |
| 9 | being | 81 | have | 153 | generation | 225 | me | 297 | of | 369 | I |
| 10 | Latina | 82 | unusual | 154 | my | 226 | a | 298 | us | 370 | have |
| 11 | is | 83 | food | 155 | Latina | 227 | Latina | 299 | born | 371 | been |
| 12 | the | 84 | tastes | 156 | soul | 228 | obviously | 300 | and | 372 | very |
| 13 | mucho | 85 | some | 157 | was | 229 | not | 301 | bred | 373 | well |
| 14 | platos | 86 | of | 158 | nourished | 230 | because | 302 | here | 374 | educated |
| 15 | de | 87 | us | 159 | as | 231 | each | 303 | speak | 375 | that |
| 16 | arroz | 88 | like | 160 | I | 232 | of | 304 | it | 376 | antiseptic |
| 17 | gandoles | 89 | me | 161 | visited | 233 | our | 305 | very | 377 | description |
| 18 | y | 90 | do | 162 | and | 234 | Caribbean | 306 | poorly | 378 | however |
| 19 | pernir | 91 | part | 163 | played | 235 | and | 307 | if | 379 | does |
| 20 | rice | 92 | of | 164 | at | 236 | Latin | 308 | I | 380 | not |
| 21 | beans | 93 | my | 165 | my | 237 | American | 309 | had | 381 | really |
| 22 | and | 94 | Latina | 166 | grandmothers | 238 | communities | 310 | pursued | 382 | explain |
| 23 | pork | 95 | identity | 167 | house | 239 | has | 311 | my | 383 | the |
| 24 | that | 96 | is | 168 | with | 240 | their | 312 | career | 384 | appeal |
| 25 | I | 97 | the | 169 | my | 241 | own | 313 | in | 385 | of |
| 26 | have | 98 | sound | 170 | cousins | 242 | unique | 314 | my | 386 | morcilla |
| 27 | eaten | 99 | of | 171 | and | 243 | food | 315 | undergraduate | 387 | pigs |
| 28 | at | 100 | merengue | 172 | extended | 244 | and | 316 | history | 388 | intestine |
| 29 | countless | 101 | at | 173 | family | 245 | different | 317 | major | 389 | to |
| 30 | family | 102 | all | 174 | they | 246 | traditions | 318 | I | 390 | an |
| 31 | holidays | 103 | our | 175 | were | 247 | at | 319 | would | 391 | American |
| 32 | and | 104 | family | 176 | my | 248 | the | 320 | likely | 392 | born |
| 33 | special | 105 | parties | 177 | friends | 249 | holidays | 321 | provide | 393 | child |
| 34 | events | 106 | and | 178 | as | 250 | I | 322 | you | 394 | it |
| 35 | my | 107 | the | 179 | I | 251 | only | 323 | with | 395 | does |
| 36 | Latina | 108 | heart | 180 | grew | 252 | learned | 324 | a | 396 | not |
| 37 | identity | 109 | wrenching | 181 | up | 253 | about | 325 | very | 397 | provide |
| 38 | also | 110 | Spanish | 182 | being | 254 | tacos | 326 | academic | 398 | an |
| 39 | includes | 111 | love | 183 | a | 255 | in | 327 | description | 399 | adequate |
| 40 | because | 112 | songs | 184 | Latina | 256 | college | 328 | of | 400 | explanation |
| 41 | of | 113 | that | 185 | child | 257 | from | 329 | what | 401 | of |
| 42 | my | 114 | we | 186 | was | 258 | my | 330 | being | 402 | why |
| 43 | particularly | 115 | enjoy | 187 | watching | 259 | Mexican-American | 331 | a | 403 | individuals |
| 44 | adventurous | 116 | it | 188 | the | 260 | roommate | 332 | Latino | 404 | like |
| 45 | tastebuds | 117 | is | 189 | adults | 261 | being | 333 | or | 405 | us |
| 46 | morcilla | 118 | the | 190 | playing | 262 | a | 334 | Latina | 406 | many |
| 47 | pig | 119 | memory | 191 | dominos | 263 | Latina | 335 | means | 407 | of |
| 48 | intestines | 120 | of | 192 | on | 264 | in | 336 | for | 408 | whom |
| 49 | patitas | 121 | Saturday | 193 | Saturday | 265 | America | 337 | example | 409 | are |
| 50 | de | 122 | afternoon | 194 | night | 266 | also | 338 | I | 410 | born |
| 51 | cerdo | 123 | at | 195 | and | 267 | does | 339 | could | 411 | in |
| 52 | con | 124 | the | 196 | us | 268 | not | 340 | define | 412 | this |
| 53 | garbanzo | 125 | movies | 197 | kids | 269 | mean | 341 | Latinos | 413 | completely |
| 54 | pigs | 126 | with | 198 | playing | 270 | speaking | 342 | as | 414 | different |
| 55 | feet | 127 | my | 199 | Loteria | 271 | Spanish | 343 | those | 415 | American |
| 56 | with | 128 | aunt | 200 | bingo | 272 | I | 344 | peoples | 416 | culture |
| 57 | beans | 129 | and | 201 | with | 273 | happen | 345 | and | 417 | still |
| 58 | and | 130 | cousins | 202 | my | 274 | to | 346 | cultures | 418 | identify |
| 59 | la | 131 | watching | 203 | grandmother | 275 | speak | 347 | populated | 419 | so |
| 60 | lengua | 132 | Cantinflas | 204 | calling | 276 | it | 348 | or | 420 | strongly |
| 61 | y | 133 | who | 205 | out | 277 | fairly | 349 | colonized | 421 | with |
| 62 | orejas | 134 | is | 206 | the | 278 | well | 350 | by | 422 | those |
| 63 | de | 135 | not | 207 | numbers | 279 | but | 351 | Spain | 423 | communities |
| 64 | cuchifrito | 136 | Puerto | 208 | which | 280 | my | 352 | who | 424 | in |
| 65 | pigs | 137 | Rican | 209 | we | 281 | brother | 353 | maintained | 425 | which |
| 66 | tongue | 138 | but | 210 | marked | 282 | only | 354 | or | 426 | our |
| 67 | and | 139 | who | 211 | on | 283 | three | 355 | adopted | 427 | parents |
| 68 | ears | 140 | was | 212 | our | 284 | years | 356 | Spanish | 428 | were |
| 69 | I | 141 | an | 213 | cards | 285 | younger | 357 | or | 429 | born |
| 70 | bet | 142 | icon | 214 | with | 286 | like | 358 | Spanish | 430 | and |
| 71 | the | 143 | Spanish | 215 | chick | 287 | too | 359 | Creole | 431 | raised |
| 72 | Mexican-Americans | 144 | comedian | 216 | peas | 288 | many | 360 | as |
| Ordered Number | State | Hate Crimes per 100k |
| 1 | Alabama | 0.00 |
| 2 | Alaska | 3.34 |
| 3 | Arizona | 5.06 |
| 4 | Arkansas | 3.23 |
| 5 | California | 3.84 |
| 6 | Colorado | 5.56 |
| 7 | Connecticut | 4.31 |
| 8 | Delaware | 7.70 |
| 9 | Florida | 1.78 |
| 10 | Georgia | 3.76 |
| 11 | Hawaii | 4.21 |
| 12 | Idaho | 3.97 |
| 13 | Illinois | 1.70 |
| 14 | Indiana | 3.61 |
| 15 | Iowa | 1.90 |
| 16 | Kansas | 5.48 |
| 17 | Kentucky | 5.93 |
| 18 | Louisiana | 1.71 |
| 19 | Maine | 7.85 |
| 20 | Maryland | 5.47 |
| 21 | Massachusetts | 11.70 |
| 22 | Michigan | 6.96 |
| 23 | Minnesota | 5.51 |
| 24 | Mississippi | 16.88 |
| 25 | Missouri | 4.29 |
| Ordered Number | State | Hate Crimes per 100k |
| 26 | Montana | 5.10 |
| 27 | Nebraska | 3.25 |
| 28 | Nevada | 1.57 |
| 29 | New Hampshire | 8.57 |
| 30 | New Jersey | 9.13 |
| 31 | New Mexico | 6.53 |
| 32 | New York | 4.75 |
| 33 | North Carolina | 3.86 |
| 34 | North Dakota | 4.08 |
| 35 | Ohio | 8.17 |
| 36 | Oklahoma | 1.43 |
| 37 | Oregon | 7.03 |
| 38 | Pennsylvania | 1.63 |
| 39 | Rhode Island | 2.63 |
| 40 | South Carolina | 6.38 |
| 41 | South Dakota | 4.50 |
| 42 | Tennessee | 2.57 |
| 43 | Texas | 2.58 |
| 44 | Utah | 1.94 |
| 45 | Vermont | 16.08 |
| 46 | Virginia | 2.10 |
| 47 | Washington | 13.62 |
| 48 | West Virginia | 9.66 |
| 49 | Wisconsin | 3.66 |
| 50 | Wyoming | 5.55 |
| Randomly
Generated Number |
State | Hate Crimes per 100k |
| Observation | Word |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| 6 | |
| 7 | |
| 8 | |
| 9 | |
| 10 |

| Skill or Concept: I can . . . | Questions to check your understanding | Rating from 1 to 5 |
| Identify the population for a given study. | 1, Part A;
2, Part A |
|
| Identify the parameter of interest for a given study. | 1, Part B;
2, Part B |
|
| Determine whether a sampling method is biased and explain why. | 1, Part C;
2, Part C |
Glossary
- dotplot
- a graphical display of the distribution of a quantitative variable showing the variable’s possible values and the frequency of each value.
- mean
- an average of the values calculated by adding the values and then dividing the total by the number of values in the dataset.
- sample mean
- the mean of a random sample.
- simple random sample
- a sample chosen by a random mechanism, without replacement, from the population so that every sample of the given size is equally likely to be chosen.
- sampling frame
- a numbered list of all the items in the population.
- population
- the group of individuals or entities that our research question pertains to.
- parameter
- a numerical summary measure that summarizes that population.
- sample
- a group of individuals or entities on which we collect data.
- statistic
- a numerical summary measure of a sample.
- unbiased
- resulting in a representative sample of the population.
- biased
- tending to produce samples that are not representative of the population.